API

A multi container ML app (1/3): Docker

Posted on September 11, 2022

Building a translation app by putting together 3 containerized microservices: a Flask frontend, a FastAPI backend and a MySQL database. Let’s skim through the development process and the containerization. Also covered: Docker registry and CI/CD with GitHub Actions. [Read More]

docker container api nlp database flask fastapi python sql ci/cd registry

Build a real-time stream of air quality data with Apache Kafka

Posted on August 10, 2022

Let’s build a data stream with Kafka today! We will retrieve air quality data using the World Air Quality Index project’s API, then push it on a Kafka cluster. [Read More]

kafka stream API data engineering distributed http request air cluster